Triple

T12237853
Position Surface form Disambiguated ID Type / Status
Subject Maribyrnong River E291646 entity
Predicate flowsThrough P225 FINISHED
Object Braybrook
Braybrook is a residential and industrial suburb in Melbourne, Victoria, Australia, located west of the city centre along the Maribyrnong River.
 E973060 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Braybrook | Statement: [Maribyrnong River, flowsThrough, Braybrook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Braybrook
Context triple: [Maribyrnong River, flowsThrough, Braybrook]
  • A. Burwood
    Burwood is a suburb in Sydney’s Inner West known for its diverse community, busy commercial centre, and strong transport links to the city.
  • B. Keilor
    Keilor is a suburb in Melbourne, Victoria, Australia, known for its location along the Maribyrnong River and its mix of residential areas and natural landscapes.
  • C. Lilydale
    Lilydale is a suburb on the outskirts of Melbourne, Australia, known as a key terminus for the city's eastern metropolitan railway network.
  • D. Herston
    Herston is a small settlement on the island of South Ronaldsay in Orkney, Scotland.
  • E. Moreland
    Moreland is a residential neighborhood in southeast Portland, Oregon, known for its tree-lined streets, parks, and proximity to the Willamette River within the Sellwood–Moreland area.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Braybrook
Triple: [Maribyrnong River, flowsThrough, Braybrook]
Generated description
Braybrook is a residential and industrial suburb in Melbourne, Victoria, Australia, located west of the city centre along the Maribyrnong River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Braybrook
Target entity description: Braybrook is a residential and industrial suburb in Melbourne, Victoria, Australia, located west of the city centre along the Maribyrnong River.
  • A. Burwood
    Burwood is a suburb in Sydney’s Inner West known for its diverse community, busy commercial centre, and strong transport links to the city.
  • B. Keilor chosen
    Keilor is a suburb in Melbourne, Victoria, Australia, known for its location along the Maribyrnong River and its mix of residential areas and natural landscapes.
  • C. Lilydale
    Lilydale is a suburb on the outskirts of Melbourne, Australia, known as a key terminus for the city's eastern metropolitan railway network.
  • D. Herston
    Herston is a small settlement on the island of South Ronaldsay in Orkney, Scotland.
  • E. Moreland
    Moreland is a residential neighborhood in southeast Portland, Oregon, known for its tree-lined streets, parks, and proximity to the Willamette River within the Sellwood–Moreland area.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb45340819093365f8efdf85f75 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a9057408190a25f44d773b2b178 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:51 p.m.